Triple
T10821106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Girl Genius |
E255370
|
entity |
| Predicate | inUniverseFamily |
P95919
|
FINISHED |
| Object |
Heterodyne family
The Heterodyne family is a legendary clan of eccentric, genius inventors and adventuring heroes central to the steampunk webcomic series "Girl Genius."
|
E888118
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Heterodyne family | Statement: [Girl Genius, inUniverseFamily, Heterodyne family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heterodyne family Context triple: [Girl Genius, inUniverseFamily, Heterodyne family]
-
A.
superheterodyne receiver
The superheterodyne receiver is a radio receiver architecture that improves selectivity and sensitivity by converting incoming radio signals to a fixed intermediate frequency before final detection.
-
B.
E-band systems
E-band systems are high-frequency millimeter-wave communication platforms operating roughly in the 60–90 GHz range, commonly used for high-capacity wireless backhaul and point-to-point links.
-
C.
Huber-Dyson
Huber-Dyson is the surname of Verena Huber-Dyson, a Swiss-American mathematician and logician known for her work in group theory and the foundations of mathematics.
-
D.
APS-137 radar family
The APS-137 radar family is a series of maritime surveillance and anti-submarine warfare radars used on military aircraft for long-range surface search and tracking.
-
E.
Hertzian waves
Hertzian waves are early experimentally demonstrated electromagnetic waves that confirmed James Clerk Maxwell’s theory of electromagnetism and paved the way for modern radio communication.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Heterodyne family Triple: [Girl Genius, inUniverseFamily, Heterodyne family]
Generated description
The Heterodyne family is a legendary clan of eccentric, genius inventors and adventuring heroes central to the steampunk webcomic series "Girl Genius."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heterodyne family Target entity description: The Heterodyne family is a legendary clan of eccentric, genius inventors and adventuring heroes central to the steampunk webcomic series "Girl Genius."
-
A.
superheterodyne receiver
The superheterodyne receiver is a radio receiver architecture that improves selectivity and sensitivity by converting incoming radio signals to a fixed intermediate frequency before final detection.
-
B.
E-band systems
E-band systems are high-frequency millimeter-wave communication platforms operating roughly in the 60–90 GHz range, commonly used for high-capacity wireless backhaul and point-to-point links.
-
C.
Huber-Dyson
Huber-Dyson is the surname of Verena Huber-Dyson, a Swiss-American mathematician and logician known for her work in group theory and the foundations of mathematics.
-
D.
APS-137 radar family
The APS-137 radar family is a series of maritime surveillance and anti-submarine warfare radars used on military aircraft for long-range surface search and tracking.
-
E.
Hertzian waves
Hertzian waves are early experimentally demonstrated electromagnetic waves that confirmed James Clerk Maxwell’s theory of electromagnetism and paved the way for modern radio communication.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: inUniverseFamily Context triple: [Girl Genius, inUniverseFamily, Heterodyne family]
-
A.
inUniverseFamilyName
Indicates that an entity has a specific family surname within a particular fictional or narrative universe.
-
B.
inUniverseOrganization
Indicates that an organization exists and operates within a specified fictional or narrative universe.
-
C.
inUniverse
Indicates that one entity exists, occurs, or is set within the fictional or conceptual universe defined by another entity.
-
D.
inUniverseOrigin
Indicates that one entity originates from, or has its source within, the fictional universe or setting defined by another entity.
-
E.
inUniverseOwner
Indicates that one entity is the canonical or official owner of another entity within a specific fictional or defined universe or continuity.
- F. None of above. chosen
Provenance (7 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d73449eee88190afa52c4e6ef96baa |
completed | April 9, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de8578428c8190a25d9008881d0114 |
completed | April 14, 2026, 6:20 p.m. |
| NEDg | Description generation | batch_69de8e6f3fac8190bcd1675978d6d6d7 |
completed | April 14, 2026, 6:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8fa679cc81909cb51035e5403ce9 |
completed | April 14, 2026, 7:04 p.m. |
| PD | Predicate disambiguation | batch_69d70d1bf3648190b36fa96ea018e0dc |
completed | April 9, 2026, 2:21 a.m. |
| PDg | Predicate description generation | batch_69d7101c96708190808fef73199e8482 |
completed | April 9, 2026, 2:34 a.m. |
Created at: April 8, 2026, 9:18 p.m.